Factors

A factor represents categorical data, storing a fixed set of possible values called levels, such as "low", "medium", "high". Internally, R stores factors as integers mapped to those level labels, which is more memory-efficient than storing the same category repeatedly as text. Getting factor levels and their order right is a common source of subtle bugs, especially when merging or filtering categorical data.